Care and Repair: Rethinking Contemporary Curation for Conditions of Crisis. This project aims to address the significant challenge of how to curate contemporary art under conditions of crisis, made acute by the pandemic. It expects to generate new knowledge in the growth areas of contemporary art and curatorial practice, which will be translatable to creative industries seeking solutions to similar challenges. Anticipated outcomes include new models for sustainable, future-oriented creative prac ....Care and Repair: Rethinking Contemporary Curation for Conditions of Crisis. This project aims to address the significant challenge of how to curate contemporary art under conditions of crisis, made acute by the pandemic. It expects to generate new knowledge in the growth areas of contemporary art and curatorial practice, which will be translatable to creative industries seeking solutions to similar challenges. Anticipated outcomes include new models for sustainable, future-oriented creative practice; a stronger international profile for Australian artists and curators; and the establishment of a regional network of artists and curators between Australia and Southeast Asia. This should significantly aid our understanding of how to meet current and future challenges to producers and audiences of contemporary art.Read moreRead less
Surfacing urban wetlands in two urban renewal sites in Sydney. Urban wetlands in Australia provide benefits for climate change mitigation, pollution reduction, habitat provision and socioecological connection. However, in large cities like Sydney, urban wetlands are unseen because undergrounded, and, therefore not adequately understood. This illegibility, and loss of understanding by residents, planners and policy makers impedes wetlands' good management. This project surfaces wetlands through v ....Surfacing urban wetlands in two urban renewal sites in Sydney. Urban wetlands in Australia provide benefits for climate change mitigation, pollution reduction, habitat provision and socioecological connection. However, in large cities like Sydney, urban wetlands are unseen because undergrounded, and, therefore not adequately understood. This illegibility, and loss of understanding by residents, planners and policy makers impedes wetlands' good management. This project surfaces wetlands through visualisation in a multimodal knowledge platform focusing on two urban renewal sites, Green Square and Marrickville South. We leverage design ethnography to develop resources for strengthening multiple stakeholders’ socioecological engagement through methods empowering just, creative and open participation.Read moreRead less
Envisaging Citizenship: Australian Histories and Global Connections. This project aims to investigate the ways that visual images have defined, contested and advanced ideas of Australian citizenship and rights from European settlement to the present. Responding to the lack of a shared mainstream understanding of Australian citizenship, it looks beyond legal definitions to explore cultural and especially visual views of citizenship over time. Through collaboration with museum, media and education ....Envisaging Citizenship: Australian Histories and Global Connections. This project aims to investigate the ways that visual images have defined, contested and advanced ideas of Australian citizenship and rights from European settlement to the present. Responding to the lack of a shared mainstream understanding of Australian citizenship, it looks beyond legal definitions to explore cultural and especially visual views of citizenship over time. Through collaboration with museum, media and education sectors, it will provide a forward-looking and accessible public history, and utilise the potential of images to broaden contemporary debates about citizenship. Expected outcomes include a better public understanding of the pathways to citizenship, and enhanced engagement with Australian values and identity.Read moreRead less
“The Complete Craze”: Women’s Photography and Colonial Modernity in the Asia-Pacific, 1860-1930. To date there has been no sustained research into the photography produced by women in the Asia-Pacific region in the late colonial era even though much of it was aesthetically sophisticated and innovative. Combining historical research with postcolonial and gender theory, this project critically examines a large body of images by women photographers working across the region. It identifies the facto ....“The Complete Craze”: Women’s Photography and Colonial Modernity in the Asia-Pacific, 1860-1930. To date there has been no sustained research into the photography produced by women in the Asia-Pacific region in the late colonial era even though much of it was aesthetically sophisticated and innovative. Combining historical research with postcolonial and gender theory, this project critically examines a large body of images by women photographers working across the region. It identifies the factors enabling these women to be examined as a group, investigates their subject matter, techniques and styles, and establishes what was exciting and new, as well as conventional, about their methods. It also shows how their artworks both reflected and contributed to the region’s burgeoning modernity. Read moreRead less
Fairness in Natural Language Processing. Natural language processing (NLP) has achieved spectacular commercial successes in recent years, and has been deployed across an ever-increasing breadth of devices and application areas. At the same time, there has been stark evidence to indicate that naively-trained models amplify biases in training data, and perform inconsistently across text relating to different demographic groupings of individuals. This project aims to systematically quantify the ext ....Fairness in Natural Language Processing. Natural language processing (NLP) has achieved spectacular commercial successes in recent years, and has been deployed across an ever-increasing breadth of devices and application areas. At the same time, there has been stark evidence to indicate that naively-trained models amplify biases in training data, and perform inconsistently across text relating to different demographic groupings of individuals. This project aims to systematically quantify the extent of such biases, and develop models that are both more socially equitable, as well as less prone to expose private data in the learned representations. In doing so, it will make NLP more accessible to new populations of users, and remove socio-technological barriers to NLP uptake.Read moreRead less
Leveraging 3D computer vision for camera-based precise geo-localisation. This project aims to develop advanced 3D computer vision and image processing technology that can turn regular cameras into high-precision location-sensing devices. Spatial Location is a fundamental type of information of our physical world. Determining the precise location of people, vehicle, and mobile devices is essential for many critical applications. Outcomes of the project will enable a wide range of novel applicatio ....Leveraging 3D computer vision for camera-based precise geo-localisation. This project aims to develop advanced 3D computer vision and image processing technology that can turn regular cameras into high-precision location-sensing devices. Spatial Location is a fundamental type of information of our physical world. Determining the precise location of people, vehicle, and mobile devices is essential for many critical applications. Outcomes of the project will enable a wide range of novel applications of significant social, environmental and economic value, such as Location-Aware Service, Environment Monitoring, Augmented Reality, Autonomous Vehicle, and Rapid Emergency Response. The project will enhance Australia's international competitive advantage in forefront of ICT research and technology innovation.Read moreRead less
Representation of gender and sexual diversity in Australian film and television. This project aims to investigate the cultural, health and identity impact of gender/sexually-diverse characters, themes and narratives in Australian film and television from 1990 to present. The project expects to generate new knowledge by providing the first comprehensive account of Australian media production’s contribution to sexual minority representation, in the context of its importance for fostering healthy i ....Representation of gender and sexual diversity in Australian film and television. This project aims to investigate the cultural, health and identity impact of gender/sexually-diverse characters, themes and narratives in Australian film and television from 1990 to present. The project expects to generate new knowledge by providing the first comprehensive account of Australian media production’s contribution to sexual minority representation, in the context of its importance for fostering healthy identities, and acceptance of minorities to mainstream audiences in a digital media era. This knowledge will provide significant benefit to the mental health, wellbeing and social harmony for both minority and mainstream Australians and help showcase an important aspect of Australian media inclusivity and diversity in international scholarship.Read moreRead less
Deep visual understanding: learning to see in an unruly world. Deep Learning has achieved incredible success at an astonishing variety of Computer Vision tasks recently. This project aims to convey this success into the challenging domain of high-level image-based reasoning. It will extend deep learning to achieve flexible semantic reasoning about the content of images based on information gleaned from the huge volumes of data available on the Internet. The project expects to overcome one of the ....Deep visual understanding: learning to see in an unruly world. Deep Learning has achieved incredible success at an astonishing variety of Computer Vision tasks recently. This project aims to convey this success into the challenging domain of high-level image-based reasoning. It will extend deep learning to achieve flexible semantic reasoning about the content of images based on information gleaned from the huge volumes of data available on the Internet. The project expects to overcome one of the primary limitations of deep learning and will greatly increase its practical application to a range of industrial, cultural or health settings.Read moreRead less
Automated assessment of data quality in biological knowledge resources. This project aims to develop methods for identifying poor quality data in biological databases. Research in biomedicine is underpinned by massive databases of biological data. Data quality is largely managed through manual curation, but automated methods to assess quality are critically needed. This project expects to develop a suite of computational tools for assessing biological data quality, utilising an innovative approa ....Automated assessment of data quality in biological knowledge resources. This project aims to develop methods for identifying poor quality data in biological databases. Research in biomedicine is underpinned by massive databases of biological data. Data quality is largely managed through manual curation, but automated methods to assess quality are critically needed. This project expects to develop a suite of computational tools for assessing biological data quality, utilising an innovative approach based on network analysis of database record connectivity. These tools will enable quantifying data quality at scale. Researchers, evidence-based decision-makers in biomedicine, and the analytical or predictive tools that use this data will make more reliable inferences and decisions.Read moreRead less
Using AI to reveal the true extent & context of alcohol exposure in videos. This project aims to extend an artificial intelligence algorithm to automatically identify and quantify alcohol prevalence in videos. The project is expected to generate significant new knowledge about alcohol’s exposure in these videos’ social, emotional, and environmental contexts. The expected outcomes include a more efficient and automated method of revealing alcohol pervasiveness and its context in the 1000 most wat ....Using AI to reveal the true extent & context of alcohol exposure in videos. This project aims to extend an artificial intelligence algorithm to automatically identify and quantify alcohol prevalence in videos. The project is expected to generate significant new knowledge about alcohol’s exposure in these videos’ social, emotional, and environmental contexts. The expected outcomes include a more efficient and automated method of revealing alcohol pervasiveness and its context in the 1000 most watched videos in Australia, making costly manual coding redundant. Anticipated benefits include enabling governments to better monitor compliance to alcohol product placement guidelines and increased public awareness of the frequency and harmful effects of being exposed to alcohol in videos.Read moreRead less